3 papers
math.PR2026
Least singular values of shifted sparse random combinatorial matrices
Dongbin Li, Alexander E. Litvak, Tingzhou Yu
Let be an random matrix with entries in , where each row is independently and uniformly sampled from the set of all vectors in containing e…
cs.CR2025
Large Language Models for Cyber Security: A Systematic Literature Review
Hanxiang Xu, Shenao Wang, Ningke Li +6
The rapid advancement of Large Language Models (LLMs) has opened up new opportunities for leveraging artificial intelligence in a variety of application domains, including cybersec…
cs.CR2025
Prompt Inference Attack on Distributed Large Language Model Inference Frameworks
Xinjian Luo, Ting Yu, Xiaokui Xiao
The inference process of modern large language models (LLMs) demands prohibitive computational resources, rendering them infeasible for deployment on consumer-grade devices. To add…